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Face recognition by myopic baby neural networks
Author(s) -
Valentin Dominique,
Abdi Hervé
Publication year - 2001
Publication title -
infant and child development
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.87
H-Index - 57
eISSN - 1522-7219
pISSN - 1522-7227
DOI - 10.1002/icd.240
Subject(s) - citation , psychology , face (sociological concept) , library science , sociology , computer science , social science
on. Hebbian learning is an unsupervised learning algorithm based essentiallyon the processing of low spatial frequency information. On the other hand,Widrow-Ho is supervised, and the small adjustments occurring during learningpermit the processing of high spatial frequency information. As a consequence,the performance of these algorithms varies in opposite way when the number ofencountered faces varies. When only a few faces are learned, a Hebbian trainedCorrespondence should be...